A novel few-channel strategy for removing muscle artifacts from multichannel EEG data. - Xueyuan Xu; Aiping Liu; Xun Chen 001 (GlobalSIP, 2017)

The Use of Multivariate EMD and CCA for Denoising Muscle Artifacts From Few-Channel EEG Recordings. - Xun Chen 001; Xueyuan Xu; Aiping Liu; Martin J. McKeown; Z. Jane Wang 001 (IEEE Trans. Instrum. Meas., 2018)

Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions. - Ziyu Li; Hailing Wang; Xia Wu 001; Xueyuan Xu; Shuai Wei; Li Yao 002 (BCI, 2019)

Feature Selection Under Orthogonal Regression with Redundancy Minimizing. - Xueyuan Xu; Xia Wu 001 (ICASSP, 2020)

Eeg Feature Selection Using Orthogonal Regression: Application to Emotion Recognition. - Xueyuan Xu; Fulin Wei; Zhiyuan Zhu; Jianhong Liu; Xia Wu 001 (ICASSP, 2020)

Supervised Feature Selection With Orthogonal Regression and Feature Weighting. - Xia Wu 001; Xueyuan Xu; Jianhong Liu; Hailing Wang; Bin Hu 001; Feiping Nie 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

The Recognition of Multiple Anxiety Levels Based on Electroencephalograph. - Ziyu Li; Xia Wu 001; Xueyuan Xu; Hailing Wang; Zhenghao Guo; Zhichao Zhan; Li Yao 002 (IEEE Trans. Affect. Comput., 2022)

A General Framework for Feature Selection Under Orthogonal Regression With Global Redundancy Minimization. - Xueyuan Xu; Xia Wu 001; Fulin Wei; Wei Zhong; Feiping Nie 001 (IEEE Trans. Knowl. Data Eng., 2022)

EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition. - Xueyuan Xu; Tianyuan Jia; Qing Li 027; Fulin Wei; Long Ye; Xia Wu 001 (IEEE Trans. Affect. Comput., 2023)

WSEL: EEG Feature Selection with Weighted Self-expression Learning for Incomplete Multi-dimensional Emotion Recognition. - Xueyuan Xu; Li Zhuo 001; Jinxin Lu; Xia Wu 001 (ACM Multimedia, 2024)

Embedded Multi-label Feature Selection via Orthogonal Regression. - Xueyuan Xu; Fulin Wei; Tianyuan Jia; Li Zhuo 001; Feiping Nie 001; Xia Wu 001 (CoRR, 2024)

BLSAN: A Brain Lateralization-Guided Subject Adaptive Network for Motor Imagery Classification. - Fulin Wei; Xueyuan Xu; Qing Li 027; Xiuxing Li; Xia Wu 001 (IEEE Signal Process. Lett., 2024)

BDAN-SPD: A Brain Decoding Adversarial Network Guided by Spatiotemporal Pattern Differences for Cross-Subject MI-BCI. - Fulin Wei; Xueyuan Xu; Xiuxing Li; Xia Wu 001 (IEEE Trans. Ind. Informatics, 2024)

Brain state model: A novel method to represent the rhythmicity of object-specific selective attention from magnetoencephalography data. - Chunyu Liu; Xin-Yue Yang; Xueyuan Xu (Neurocomputing, 2025)

Embedded multi-label feature selection via orthogonal regression. - Xueyuan Xu; Fulin Wei; Tianze Yu; Jinxin Lu; Aomei Liu; Li Zhuo 001; Feiping Nie 001; Xia Wu 001 (Pattern Recognit., 2025)

CWEFS: Brain volume conduction effects inspired channel-wise EEG feature selection for multi-dimensional emotion recognition. - Xueyuan Xu; Wenjia Dong; Fulin Wei; Li Zhuo 001 (CoRR, 2025)

ADSEL: Adaptive dual self-expression learning for EEG feature selection via incomplete multi-dimensional emotional tagging. - Tianze Yu; Junming Zhang; Wenjia Dong; Xueyuan Xu; Li Zhuo 001 (CoRR, 2025)

FDC-Net: Rethinking the association between EEG artifact removal and multi-dimensional affective computing. - Wenjia Dong; Xueyuan Xu; Tianze Yu; Junming Zhang; Li Zhuo 001 (CoRR, 2025)

REFS: Robust EEG feature selection with missing multi-dimensional annotation for emotion recognition. - Xueyuan Xu; Wenjia Dong; Fulin Wei; Li Zhuo 001 (CoRR, 2025)

ASLSL: Adaptive shared latent structure learning with incomplete multi-modal physiological data for multi-dimensional emotional feature selection. - Xueyuan Xu; Tianze Yu; Wenjia Dong; Fulin Wei; Li Zhuo 001 (CoRR, 2025)